{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:51:38Z","timestamp":1783439498826,"version":"3.54.6"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2018YFB2100400"],"award-info":[{"award-number":["2018YFB2100400"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62002077"],"award-info":[{"award-number":["62002077"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61872100"],"award-info":[{"award-number":["61872100"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2020M682657"],"award-info":[{"award-number":["2020M682657"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2020A1515110385"],"award-info":[{"award-number":["2020A1515110385"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Zhejiang Lab","award":["2020NF0AB01"],"award-info":[{"award-number":["2020NF0AB01"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Sci. Eng."],"published-print":{"date-parts":[[2021,7,1]]},"DOI":"10.1109\/tnse.2021.3074185","type":"journal-article","created":{"date-parts":[[2021,4,21]],"date-time":"2021-04-21T06:05:42Z","timestamp":1618985142000},"page":"2706-2718","source":"Crossref","is-referenced-by-count":172,"title":["A Privacy-Preserving Federated Learning for Multiparty Data Sharing in Social IoTs"],"prefix":"10.1109","volume":"8","author":[{"given":"Lihua","family":"Yin","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiyuan","family":"Feng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hao","family":"Xun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4633-7675","authenticated-orcid":false,"given":"Zhe","family":"Sun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0371-9646","authenticated-orcid":false,"given":"Xiaochun","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.41"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2810103.2813677"},{"key":"ref33","first-page":"265","article-title":"Calibrating noise to sensitivity in private data analysis","author":"dwork","year":"2006","journal-title":"Proc Theory Cryptogr Conf"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-96884-1_20"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-55220-5_32"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-19571-6_16"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00029"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3243734.3243834"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2018.00038"},{"key":"ref34","article-title":"Bayesian differential privacy for machine learning","author":"triastcyn","year":"2019"},{"key":"ref10","article-title":"Federated optimization: Distributed machine learning for on-device intelligence","author":"kone?n\u00fd","year":"2016"},{"key":"ref40","article-title":"Differentially private federated learning: A client level perspective","author":"geyer","year":"2017"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2787987"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3298981"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2818000.2818027"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3133982"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2013.6736861"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9005465"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2948094"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3411501.3419428"},{"key":"ref28","article-title":"A generic framework for privacy preserving deep learning","author":"ryffel","year":"2018"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800286"},{"key":"ref27","article-title":"Gaussian differential privacy","author":"dong","year":"2019"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2986024"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2014.2304728"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3338501.3357370"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904348"},{"key":"ref8","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"mcmahan","year":"2017","journal-title":"Artificial Intelligence and Statistics"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2957130"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.2967670"},{"key":"ref9","article-title":"Federated learning: Collaborative machine learning without centralized training data","author":"mcmahan","year":"2017","journal-title":"Google Research Blog"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2964162"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3338501.3357371"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2857705.2857731"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2810103.2813687"},{"key":"ref24","article-title":"Secure federated matrix factorization","author":"chai","year":"2019"},{"key":"ref23","article-title":"Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption","author":"hardy","year":"2017"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2007.114"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/11930242_24"}],"container-title":["IEEE Transactions on Network Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488902\/9541107\/09409743.pdf?arnumber=9409743","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:53:38Z","timestamp":1652194418000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9409743\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,1]]},"references-count":40,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tnse.2021.3074185","relation":{},"ISSN":["2327-4697","2334-329X"],"issn-type":[{"value":"2327-4697","type":"electronic"},{"value":"2334-329X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,7,1]]}}}